Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-23 1.317719 1.627456 2.032965 2.622002 3.491975 4.797600 7.064307
2025-03-30 0.926635 1.259105 1.766188 2.663428 4.398672 8.201377 20.315055
2025-04-06 0.717671 1.028855 1.547943 2.590717 5.046747 12.580257 65.472035
2025-04-13 0.594289 0.884074 1.399211 2.538279 5.700397 19.277389 411.138557
2025-04-20 0.539470 0.834632 1.396931 2.785702 7.539828 42.653635 NaN
2025-04-27 0.488992 0.779088 1.361867 2.936294 9.449154 104.330448 NaN
2025-05-04 0.438808 0.712999 1.284097 2.928451 10.809885 260.152049 NaN
2025-05-11 0.392115 0.645218 1.184920 2.806573 11.444651 645.391601 NaN
2025-05-18 0.364105 0.609651 1.150696 2.879115 13.716889 18190.274759 NaN
2025-05-25 0.344374 0.587486 1.142632 3.043003 17.641675 NaN NaN
2025-06-01 0.320802 0.553751 1.097925 3.047391 20.391629 NaN NaN
2025-06-08 0.295566 0.513307 1.028022 2.917057 21.178606 NaN NaN
2025-06-15 0.282799 0.498841 1.025410 3.085403 28.378048 NaN NaN
2025-06-22 0.266951 0.475709 0.994928 3.116508 34.375319 NaN NaN
2025-06-29 0.249489 0.447022 0.943704 3.022226 37.141119 NaN NaN
2025-07-06 0.234719 0.422949 0.901666 2.956331 41.047388 NaN NaN
2025-07-13 0.230263 0.421939 0.926289 3.265867 70.012845 NaN NaN
2025-07-20 0.223101 0.413738 0.927833 3.455714 111.154281 NaN NaN
2025-07-27 0.212761 0.396897 0.899574 3.445797 141.472828 NaN NaN
2025-08-03 0.200842 0.375254 0.852944 3.292100 145.170501 NaN NaN
2025-08-10 0.194063 0.365491 0.842883 3.383497 225.777941 NaN NaN
2025-08-17 0.189456 0.360578 0.847755 3.590879 504.373029 NaN NaN
2025-08-24 0.182263 0.348604 0.827156 3.596447 819.795793 NaN NaN